Federal Reserve Economic Data

Table Data - All Employees: Leisure and Hospitality in Lakeland-Winter Haven, FL (MSA)

Title All Employees: Leisure and Hospitality in Lakeland-Winter Haven, FL (MSA)
Series ID LAKE412LEIH
Source U.S. Bureau of Labor Statistics
Release State Employment and Unemployment
Seasonal Adjustment Seasonally Adjusted
Frequency Monthly
Units Thousands of Persons
Date Range 1990-01-01 to 2025-09-01
Last Updated 2025-12-12 1:54 AM CST
Notes The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here.

Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here.

Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator.
DATE VALUE
1990-01-01 15.2194643855626
1990-02-01 15.2482737725009
1990-03-01 15.1713604140568
1990-04-01 15.3002042737964
1990-05-01 15.1466557983569
1990-06-01 15.2041859291883
1990-07-01 15.1108913996496
1990-08-01 15.2186619894919
1990-09-01 14.8589016305571
1990-10-01 14.5860112938970
1990-11-01 14.4710072049433
1990-12-01 14.3953203672645
1991-01-01 14.5233177678742
1991-02-01 14.6651004448084
1991-03-01 14.1995431255672
1991-04-01 14.2501398290625
1991-05-01 14.0657232416956
1991-06-01 14.1307598466675
1991-07-01 14.0877466848323
1991-08-01 13.9939031233037
1991-09-01 13.8346318109776
1991-10-01 13.7559055625838
1991-11-01 13.7663626445649
1991-12-01 13.5732886901688
1992-01-01 13.5254618631960
1992-02-01 13.4852643391540
1992-03-01 13.5020771440055
1992-04-01 13.3024256127699
1992-05-01 13.3742049800996
1992-06-01 13.2654888307981
1992-07-01 13.1654560135638
1992-08-01 13.2759063051397
1992-09-01 13.4328571171946
1992-10-01 13.6558735281349
1992-11-01 13.6775482999278
1992-12-01 13.6590432751814
1993-01-01 13.2262525240695
1993-02-01 13.1888204472288
1993-03-01 13.5591325249317
1993-04-01 13.8961390600299
1993-05-01 13.6539282323434
1993-06-01 13.5874211212590
1993-07-01 13.5687405794140
1993-08-01 13.4796619803250
1993-09-01 13.4424578446041
1993-10-01 13.5613659335750
1993-11-01 13.4915302717536
1993-12-01 13.6466551671253
1994-01-01 13.6144413801717
1994-02-01 13.7703368607153
1994-03-01 13.8968441024492
1994-04-01 14.3978945942126
1994-05-01 14.7221883943601
1994-06-01 14.8056464892551
1994-07-01 14.8882337351680
1994-08-01 15.0032197875832
1994-09-01 15.1998784285572
1994-10-01 15.1359125562470
1994-11-01 15.2536936548474
1994-12-01 15.3550409555188
1995-01-01 14.0885398660511
1995-02-01 14.2512833100171
1995-03-01 14.1536768741189
1995-04-01 14.0274797330001
1995-05-01 13.8610722926391
1995-06-01 13.8489714189762
1995-07-01 14.2686765718895
1995-08-01 14.2896733133084
1995-09-01 14.1758134099975
1995-10-01 13.7834890416988
1995-11-01 14.1336723093663
1995-12-01 14.1351774828373
1996-01-01 14.2631195473174
1996-02-01 14.1415105028848
1996-03-01 14.2467413215404
1996-04-01 14.0318519949750
1996-05-01 14.0769840734514
1996-06-01 14.0784828121680
1996-07-01 14.1620883681614
1996-08-01 14.0782431749836
1996-09-01 14.0771489483376
1996-10-01 14.1778651971435
1996-11-01 14.3174209254471
1996-12-01 14.4188088443764
1997-01-01 14.7572124274237
1997-02-01 15.1367264238472
1997-03-01 14.9416131447388
1997-04-01 14.8080780381768
1997-05-01 14.8803699945267
1997-06-01 14.9054595413131
1997-07-01 14.7588054323997
1997-08-01 14.8960151331477
1997-09-01 14.7980974591098
1997-10-01 14.5414029342522
1997-11-01 14.4564409700935
1997-12-01 14.4787093555635
1998-01-01 14.5823104587161
1998-02-01 14.5828988577105
1998-03-01 14.4115759230119
1998-04-01 14.5338049507714
1998-05-01 14.5302390628531
1998-06-01 14.5409951853358
1998-07-01 14.5385351257799
1998-08-01 14.3778262926161
1998-09-01 14.5909657798423
1998-10-01 14.6757019710152
1998-11-01 14.7768250059748
1998-12-01 14.8124372410129
1999-01-01 14.8245454635372
1999-02-01 15.0319860738609
1999-03-01 14.9582866537512
1999-04-01 15.3286201443313
1999-05-01 15.4632915699051
1999-06-01 15.6716996982296
1999-07-01 15.2191083696818
1999-08-01 15.2815303685585
1999-09-01 15.1951801244450
1999-10-01 15.3319206272549
1999-11-01 15.1818483558451
1999-12-01 15.2361621492645
2000-01-01 15.1857607530778
2000-02-01 15.0846384609475
2000-03-01 15.3030465141770
2000-04-01 15.4560360033794
2000-05-01 15.5268865232308
2000-06-01 15.7033486081090
2000-07-01 16.0042153958866
2000-08-01 15.9568400036797
2000-09-01 15.9970379724562
2000-10-01 16.0030980627682
2000-11-01 16.0112772967654
2000-12-01 16.0741961493387
2001-01-01 15.5294516733248
2001-02-01 15.5268761141889
2001-03-01 15.6249108917221
2001-04-01 15.3046284331275
2001-05-01 15.5770037348144
2001-06-01 15.7207532649660
2001-07-01 15.8751509180811
2001-08-01 15.9128095625409
2001-09-01 16.0709459777988
2001-10-01 16.4027280094572
2001-11-01 16.6700093109738
2001-12-01 16.8530071500319
2002-01-01 16.9868502308518
2002-02-01 16.7418070653508
2002-03-01 16.5957976870703
2002-04-01 16.5025970575010
2002-05-01 16.4854108165316
2002-06-01 16.5094523345583
2002-07-01 16.5830743058112
2002-08-01 16.6855953368599
2002-09-01 16.6401487094346
2002-10-01 16.6335381152422
2002-11-01 16.6789307830889
2002-12-01 16.6830097092754
2003-01-01 16.4824189603015
2003-02-01 16.4394480901511
2003-03-01 16.3920388019657
2003-04-01 16.3325404702855
2003-05-01 15.8826979891542
2003-06-01 15.8733980466646
2003-07-01 15.7875170713697
2003-08-01 15.6528583351874
2003-09-01 15.4676937872113
2003-10-01 15.3347639971232
2003-11-01 14.8184724977767
2003-12-01 14.9469887913745
2004-01-01 15.2661967564038
2004-02-01 15.7295758114717
2004-03-01 15.4989915296949
2004-04-01 15.5536345390717
2004-05-01 15.9542288457759
2004-06-01 15.9273879065632
2004-07-01 16.0093039715796
2004-08-01 16.1488873159382
2004-09-01 16.1370366093921
2004-10-01 17.0183571400373
2004-11-01 17.0777540500599
2004-12-01 17.1055430216942
2005-01-01 17.0967165170107
2005-02-01 17.3115976438784
2005-03-01 17.2174206587229
2005-04-01 17.3046141999549
2005-05-01 17.2948394995672
2005-06-01 17.2731421016907
2005-07-01 17.1251352758554
2005-08-01 17.1545584749527
2005-09-01 17.4318801282598
2005-10-01 17.3620030322859
2005-11-01 17.5296237596273
2005-12-01 17.5630659415472
2006-01-01 17.8229991875505
2006-02-01 17.7007035709949
2006-03-01 17.7670820372911
2006-04-01 17.7778530595566
2006-05-01 17.5530542415545
2006-06-01 17.8321991212918
2006-07-01 17.7141915910948
2006-08-01 17.7840667236447
2006-09-01 17.8371809382581
2006-10-01 17.9069429620768
2006-11-01 17.6712286942094
2006-12-01 17.6949624479120
2007-01-01 17.8326163900227
2007-02-01 17.7949988975878
2007-03-01 17.9325134109190
2007-04-01 17.6606887771298
2007-05-01 17.9085441041972
2007-06-01 18.1034011099188
2007-07-01 18.3004759079002
2007-08-01 18.5185843086935
2007-09-01 18.5771589415308
2007-10-01 18.6533394545410
2007-11-01 18.8253320281024
2007-12-01 18.8150039931187
2008-01-01 18.6582877436139
2008-02-01 18.6776185541789
2008-03-01 18.4808662472438
2008-04-01 18.2907841605760
2008-05-01 18.3713507022735
2008-06-01 18.3012981011211
2008-07-01 18.2896115232731
2008-08-01 18.1465757004751
2008-09-01 17.9028956475526
2008-10-01 17.7289210232626
2008-11-01 17.7450597650038
2008-12-01 17.3093916210849
2009-01-01 17.5353853918191
2009-02-01 17.4734915015097
2009-03-01 17.5053309710091
2009-04-01 17.4734045252308
2009-05-01 17.5683959701510
2009-06-01 17.4007648618472
2009-07-01 17.4924398313037
2009-08-01 17.1493379659715
2009-09-01 17.2326821251172
2009-10-01 17.2127364294164
2009-11-01 17.0564849094755
2009-12-01 17.1093024143301
2010-01-01 16.9065779757955
2010-02-01 16.9638143223078
2010-03-01 17.0336852994762
2010-04-01 17.0563971115457
2010-05-01 16.9679661236609
2010-06-01 16.8972289152891
2010-07-01 16.7102185494205
2010-08-01 16.6555140740160
2010-09-01 16.5400656427475
2010-10-01 16.5793569511398
2010-11-01 16.4568001385018
2010-12-01 16.5962036651232
2011-01-01 17.3781168306033
2011-02-01 17.4641974411493
2011-03-01 17.4447136287829
2011-04-01 17.5412311690159
2011-05-01 17.3554960283291
2011-06-01 17.2694247512625
2011-07-01 17.5507385822272
2011-08-01 17.5727806202834
2011-09-01 18.2929479685602
2011-10-01 18.6289264135295
2011-11-01 18.4781764494300
2011-12-01 18.4824428483025
2012-01-01 18.6537286423703
2012-02-01 18.5742393192366
2012-03-01 18.6412035248187
2012-04-01 18.8269390823307
2012-05-01 18.8338112127742
2012-06-01 19.2328326424014
2012-07-01 18.9773230591556
2012-08-01 19.0940514036592
2012-09-01 18.8970817307446
2012-10-01 18.9151882112460
2012-11-01 18.9544206255692
2012-12-01 18.9474381147393
2013-01-01 19.0285713689136
2013-02-01 19.1092780423466
2013-03-01 18.9784806346085
2013-04-01 19.2803700654061
2013-05-01 19.8244542031930
2013-06-01 19.7016698704424
2013-07-01 19.7712471487773
2013-08-01 19.9932949380429
2013-09-01 19.9043249467202
2013-10-01 19.9373100272922
2013-11-01 19.9279108600852
2013-12-01 20.1062034712044
2014-01-01 20.3424708434280
2014-02-01 20.3476053006727
2014-03-01 20.4777553369390
2014-04-01 20.3222358690834
2014-05-01 20.5161633869850
2014-06-01 20.4801037547720
2014-07-01 20.6352958515705
2014-08-01 20.5813861617436
2014-09-01 20.8987449405661
2014-10-01 21.2691722397855
2014-11-01 21.5267384096618
2014-12-01 21.7797426662861
2015-01-01 21.5679035685542
2015-02-01 21.5749274995458
2015-03-01 21.6693096304228
2015-04-01 21.8526955358306
2015-05-01 21.8008609930649
2015-06-01 22.3567308074187
2015-07-01 22.2932093003783
2015-08-01 22.1734620076730
2015-09-01 22.4088846475435
2015-10-01 22.2788232310038
2015-11-01 22.5246399870802
2015-12-01 22.5783430920083
2016-01-01 22.5976100752475
2016-02-01 22.6736263422202
2016-03-01 22.8508428596143
2016-04-01 22.9760453845505
2016-05-01 23.2167937802592
2016-06-01 23.1891790160012
2016-07-01 22.9329265390663
2016-08-01 23.1424723129030
2016-09-01 23.1961965311172
2016-10-01 23.1567979998639
2016-11-01 23.2251582751502
2016-12-01 23.4118705887231
2017-01-01 23.2016939572287
2017-02-01 23.3426883784181
2017-03-01 23.5628241303454
2017-04-01 23.7146962530662
2017-05-01 24.0648170637327
2017-06-01 24.2315460739376
2017-07-01 23.6839492198960
2017-08-01 23.6942579751661
2017-09-01 23.0735394923130
2017-10-01 23.4931031483321
2017-11-01 23.4036629471044
2017-12-01 23.4451356978119
2018-01-01 23.7104095165199
2018-02-01 23.8076746936910
2018-03-01 23.8129100641953
2018-04-01 23.7632527573017
2018-05-01 23.8400381943599
2018-06-01 23.9894203675673
2018-07-01 24.3315757945058
2018-08-01 24.4449255115837
2018-09-01 24.4695865637884
2018-10-01 24.5336630856672
2018-11-01 24.4932423255718
2018-12-01 24.3820159589295
2019-01-01 24.6202416337169
2019-02-01 24.6747491877718
2019-03-01 24.8539410369199
2019-04-01 24.6886618314516
2019-05-01 24.5913654773215
2019-06-01 24.5280548047381
2019-07-01 24.5925589967237
2019-08-01 24.6135191442447
2019-09-01 24.5333567695722
2019-10-01 24.6582478553552
2019-11-01 24.5737588881171
2019-12-01 24.6138165501965
2020-01-01 24.7259357227486
2020-02-01 24.7654244272616
2020-03-01 24.4070866431514
2020-04-01 15.6493759532542
2020-05-01 17.9147617398556
2020-06-01 20.3642932876820
2020-07-01 20.6862465753404
2020-08-01 20.5909148660813
2020-09-01 21.1409350893433
2020-10-01 22.0685911793570
2020-11-01 22.1626404149248
2020-12-01 22.5301541945237
2021-01-01 22.3905891535794
2021-02-01 22.6694061190716
2021-03-01 22.7599842738801
2021-04-01 23.0236676611651
2021-05-01 23.8752537057889
2021-06-01 24.6166322963146
2021-07-01 24.7227231659012
2021-08-01 24.8245650868417
2021-09-01 25.0251469309988
2021-10-01 25.2212529877859
2021-11-01 25.3101853615196
2021-12-01 25.4596493028436
2022-01-01 25.3150548559378
2022-02-01 25.4523431666754
2022-03-01 25.7987991037972
2022-04-01 26.4371187208626
2022-05-01 26.2430086437277
2022-06-01 26.3762454167904
2022-07-01 26.3779475149326
2022-08-01 26.5608333753930
2022-09-01 26.5935553015879
2022-10-01 26.5849325055727
2022-11-01 26.4651932701527
2022-12-01 26.4669668471186
2023-01-01 26.9061586926417
2023-02-01 27.0332120601632
2023-03-01 27.1479755583446
2023-04-01 26.8864398448582
2023-05-01 26.8116721888193
2023-06-01 26.9591096513625
2023-07-01 26.7344281128970
2023-08-01 26.8902301632801
2023-09-01 27.0780215183234
2023-10-01 27.0500400510563
2023-11-01 26.9103912614839
2023-12-01 26.5712725761537
2024-01-01 26.9620072354555
2024-02-01 26.9131713248546
2024-03-01 27.0139927053841
2024-04-01 26.6626236392854
2024-05-01 26.3884440739502
2024-06-01 26.3687254028441
2024-07-01 26.1740295790902
2024-08-01 26.2094549424923
2024-09-01 26.3768895534682
2024-10-01 26.2781270937429
2024-11-01 26.4310320423668
2024-12-01 26.5643308305393
2025-01-01 26.5190846186561
2025-02-01 26.3915953210420
2025-03-01 26.2081698434369
2025-04-01 26.4518395509132
2025-05-01 26.6666867313640
2025-06-01 26.4818300543206
2025-07-01 26.7036627574529
2025-08-01 26.5293988392945
2025-09-01 26.0895140202297

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